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drMurder
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customer_churn_dataset

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train · 10k rows

customerID stringlengths 6 10	gender stringclasses 2 values	SeniorCitizen float64 0 1 ⌀	Partner stringclasses 2 values	Dependents stringclasses 2 values	tenure float64 1 72 ⌀	PhoneService stringclasses 2 values	MultipleLines stringclasses 3 values	InternetService stringclasses 3 values	OnlineSecurity stringclasses 3 values	OnlineBackup stringclasses 3 values	Churn int64 0 1
Cust_4901	null	0	null	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	1
Cust_4902	null	1	No	Yes	40	Yes	No	DSL	No internet service	No	1
Cust_4903	Female	0	Yes	null	null	No	null	DSL	No	No	0
Cust_4904	Male	1	No	No	40	Yes	No phone service	null	No internet service	Yes	0
Cust_4905	Male	0	No	Yes	null	No	No phone service	Fiber optic	No	Yes	1
Cust_4906	Female	1	No	Yes	25	null	Yes	No	No internet service	No internet service	0
Cust_4907	Male	1	null	No	7	No	No phone service	Fiber optic	No internet service	No	0
Cust_4908	Male	0	No	No	50	No	No phone service	No	No	null	0
Cust_4909	Female	0	null	Yes	1	No	null	DSL	No	Yes	0
Cust_4910	Male	0	Yes	No	44	Yes	Yes	DSL	No internet service	Yes	0
Cust_4911	Female	0	null	No	49	No	No	Fiber optic	No	No internet service	1
Cust_4912	Male	0	No	Yes	7	No	No phone service	DSL	No	No internet service	1
Cust_4913	Male	1	No	Yes	3	Yes	No	Fiber optic	No internet service	No	0
Cust_4914	Male	0	Yes	Yes	1	No	No	null	Yes	No internet service	0
Cust_4915	Male	0	Yes	No	51	No	null	Fiber optic	Yes	No	1
Cust_4916	Female	1	No	null	38	No	No phone service	No	No	No internet service	1
Cust_4917	Male	0	No	null	43	Yes	No	No	No internet service	No internet service	1
Cust_4918	Female	1	No	No	55	Yes	No phone service	Fiber optic	No	null	0
Cust_4919	Male	0	Yes	No	null	No	Yes	DSL	No internet service	Yes	0
Cust_4920	Male	1	Yes	No	53	Yes	Yes	No	Yes	No internet service	1
Cust_4921	Male	0	Yes	No	33	No	No phone service	DSL	Yes	No	1
Cust_4922	Male	1	Yes	Yes	62	Yes	No	null	Yes	No internet service	0
Cust_4923	Female	1	Yes	Yes	11	No	No phone service	No	No	Yes	1
Cust_4924	Female	0	Yes	Yes	72	No	Yes	No	Yes	Yes	1
Cust_4925	null	0	No	No	52	No	No	No	null	No	1
Cust_4926	Female	null	Yes	null	null	Yes	No phone service	Fiber optic	No	No	0
Cust_4927	Male	1	null	No	14	No	Yes	No	No internet service	Yes	1
Cust_4928	Female	1	Yes	No	null	No	No	DSL	Yes	null	1
Cust_4929	Female	1	No	No	34	Yes	Yes	DSL	No internet service	No	0
Cust_4930	null	0	Yes	Yes	14	Yes	No phone service	Fiber optic	No internet service	null	0
Cust_4931	Male	0	No	No	40	No	null	No	No	No internet service	0
Cust_4932	Male	1	No	Yes	35	Yes	Yes	Fiber optic	No internet service	No internet service	0
Cust_4933	Male	0	No	Yes	null	No	Yes	DSL	No internet service	No internet service	0
Cust_4934	Female	1	Yes	Yes	20	Yes	Yes	No	No	Yes	1
Cust_4935	Female	0	Yes	No	60	Yes	Yes	DSL	No internet service	Yes	1
Cust_4936	null	0	Yes	Yes	9	No	Yes	Fiber optic	Yes	No internet service	0
Cust_4937	Male	1	No	Yes	33	No	No	Fiber optic	No	No	0
Cust_4938	Male	null	No	No	49	No	No phone service	DSL	No	No	1
Cust_4939	null	0	No	Yes	null	Yes	No	null	null	Yes	1
Cust_4940	Female	0	Yes	No	4	No	null	No	Yes	null	0
Cust_4941	Male	0	Yes	Yes	48	Yes	No	DSL	No internet service	No	0
Cust_4942	Male	0	No	No	16	No	No phone service	DSL	No internet service	Yes	1
Cust_4943	Female	1	Yes	No	47	No	Yes	No	No internet service	Yes	0
Cust_4944	Male	0	null	No	null	No	Yes	DSL	Yes	No	0
Cust_4945	Male	1	Yes	No	70	Yes	No phone service	Fiber optic	No internet service	No internet service	0
Cust_4946	Female	0	Yes	No	37	No	No	No	No internet service	No	0
Cust_4947	Male	null	No	Yes	22	Yes	No phone service	No	Yes	Yes	1
Cust_4948	Female	1	null	Yes	7	No	No phone service	Fiber optic	Yes	No internet service	1
Cust_4949	Male	1	Yes	Yes	42	No	No	DSL	No internet service	null	0
Cust_4950	Male	0	No	Yes	30	Yes	No	No	Yes	null	0
Cust_4951	Female	0	No	No	6	Yes	Yes	No	Yes	No internet service	0
Cust_4952	Female	1	Yes	No	24	Yes	Yes	No	Yes	No internet service	1
Cust_4953	Male	1	Yes	Yes	66	No	Yes	DSL	No	No	1
Cust_4954	Female	null	Yes	No	40	null	No phone service	No	No	No internet service	0
Cust_4955	Male	1	Yes	Yes	15	Yes	No	DSL	No internet service	No internet service	0
Cust_4956	Male	0	No	No	53	No	No	Fiber optic	No internet service	No	0
Cust_4957	Female	0	null	No	5	Yes	Yes	DSL	Yes	null	0
Cust_4958	Male	0	No	Yes	36	Yes	No phone service	null	null	Yes	1
Cust_4959	Male	0	Yes	Yes	46	No	No phone service	Fiber optic	No	Yes	1
Cust_4960	Female	0	Yes	No	null	Yes	No	DSL	No internet service	No	0
Cust_4961	Female	1	No	Yes	45	null	No	Fiber optic	No internet service	Yes	0
Cust_4962	null	1	Yes	Yes	null	Yes	No	null	No	null	1
Cust_4963	Female	1	No	Yes	54	No	No	Fiber optic	null	Yes	0
Cust_4964	Female	0	No	Yes	70	Yes	No phone service	Fiber optic	Yes	Yes	0
Cust_4965	Female	1	No	No	32	No	Yes	No	Yes	null	1
Cust_4966	Female	0	No	No	43	Yes	No	No	Yes	null	1
Cust_4967	Male	0	No	No	15	No	No	DSL	No internet service	No internet service	1
Cust_4968	Male	0	No	null	66	No	No	DSL	No internet service	Yes	1
Cust_4969	Male	1	No	Yes	15	No	No phone service	DSL	No internet service	No internet service	0
Cust_4970	Female	0	Yes	Yes	20	Yes	Yes	null	No	Yes	1
Cust_4971	Female	0	No	Yes	50	No	No phone service	No	No internet service	Yes	0
Cust_4972	Female	1	No	No	6	Yes	Yes	No	No	No internet service	1
Cust_4973	Female	0	Yes	No	17	Yes	No phone service	DSL	No internet service	No internet service	0
Cust_4974	Female	1	No	No	null	Yes	No	No	No internet service	No	0
Cust_4975	Female	0	Yes	No	22	No	No	No	No	No	1
Cust_4976	Female	1	No	Yes	null	Yes	Yes	null	No	No internet service	1
Cust_4977	Male	0	Yes	null	58	Yes	No phone service	Fiber optic	No	Yes	1
Cust_4978	Male	0	Yes	Yes	37	No	Yes	No	Yes	No	1
Cust_4979	null	1	Yes	No	72	No	No phone service	DSL	null	null	1
Cust_4980	Female	0	No	null	28	No	No	Fiber optic	No internet service	No	0
Cust_4981	Female	1	Yes	No	49	No	Yes	No	No internet service	No	1
Cust_4982	Male	0	No	No	67	Yes	null	Fiber optic	No internet service	No	1
Cust_4983	Male	1	No	No	67	Yes	No	Fiber optic	Yes	No internet service	0
Cust_4984	Female	0	No	No	41	Yes	No	DSL	No internet service	No	1
Cust_4985	Female	0	No	Yes	46	Yes	null	No	null	No internet service	0
Cust_4986	Male	0	No	No	null	Yes	No	No	No	No internet service	0
Cust_4987	Male	1	No	No	11	No	No	DSL	Yes	Yes	1
Cust_4988	Male	1	No	No	26	null	No	DSL	No	No	0
Cust_4989	Male	1	Yes	Yes	72	No	No phone service	DSL	No	No	1
Cust_4990	Female	1	No	Yes	13	No	No phone service	No	No internet service	null	1
Cust_4991	Male	1	null	No	36	Yes	Yes	Fiber optic	No	null	0
Cust_4992	Male	0	Yes	Yes	64	Yes	No phone service	No	No	No	1
Cust_4993	Female	0	No	Yes	51	Yes	Yes	No	null	No internet service	1
Cust_4994	Male	0	Yes	Yes	null	No	No phone service	DSL	No	No internet service	1
Cust_4995	Male	0	Yes	No	60	No	No phone service	DSL	null	Yes	0
Cust_4996	Male	0	No	Yes	2	No	No	DSL	No internet service	No internet service	1
Cust_4997	Female	1	No	Yes	56	Yes	No phone service	No	No internet service	No	0
Cust_4998	Male	0	null	Yes	40	No	null	DSL	No internet service	No	1
Cust_4999	Female	1	No	No	28	No	No phone service	DSL	Yes	Yes	0
Cust_5000	Female	0	Yes	Yes	3	No	null	Fiber optic	No internet service	No	1

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